Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by referencing Windows-centric tools and workflows (such as Visual Studio Code and ASP.NET Core tutorials, which are traditionally associated with Windows development), and by omitting explicit Linux or cross-platform examples for creating and deploying web apps. There are no command-line examples (such as Bash, Azure CLI, or PowerShell), but the only development and deployment guidance references Windows-preferred technologies and patterns, with no mention of Linux alternatives or parity.
Recommendations
  • Add explicit Linux-based examples for creating and deploying web APIs, such as using the Azure CLI and Bash.
  • Include references to Linux-friendly frameworks and editors (e.g., Python Flask, Node.js, or Java Spring Boot) alongside ASP.NET Core.
  • Provide deployment instructions using cross-platform tools (e.g., Azure CLI, GitHub Actions) rather than only referencing Visual Studio Code.
  • Clarify that the steps are platform-agnostic where possible, and call out any platform-specific differences.
  • Ensure that screenshots and UI references do not assume a Windows environment.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Clean Clean
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased